Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9823319 | 0.8702821 | 0.6163254 |
| bt | 0.8445104 | 0.5350728 | 0.2368336 |
| maxnet | 0.7909881 | 0.4714891 | NA |
| gam | 0.7946463 | 0.4680046 | 0.2048989 |
| glm | 0.7435039 | 0.4401763 | 0.1307794 |